Abstract: Certain aspects provide techniques and apparatuses for efficient operation of a machine learning model based on partitioning the machine learning model. An example method generally includes receiving a graph for a machine learning model. The graph for the machine learning model generally includes a plurality of subgraphs representing different portions of the machine learning model. The machine learning model is instantiated across a plurality of process domains associated with a same application based on the plurality of subgraphs in the graph for the machine learning model. An inference is generated based on executing the machine learning model across the plurality of process domains, and one or more actions are taken based on the generated inference.

Abstract: A method of forming a shaped foamed polymer article and articles obtained from said method.

Abstract: The present invention provides single chain T cell engager (TCE) molecules having an scFab that binds a target antigen and an scFv that binds CD3, and TCE molecules that bind CCR8 and CD3. Methods of treating cancer are also provided.

Abstract: Theranostic compounds are provided having formula: or a salt thereof.

Abstract: A body support assembly includes a seat assembly and backrest assembly supported by a tilt control assembly. Methods of using and assembling the body support assembly are provided.

Abstract: A computer accesses a first symbolic expression for an output matrix as a function of an input matrix at a computing device comprising processing circuitry and memory. The computer computes a first Jacobian of the input matrix with respect to an input tangent space. The computer computes a second Jacobian of the output matrix with respect to the input matrix. The computer computes a third Jacobian of an output tangent space with respect to the input matrix. The computer applies symbolic matrix multiplication to the first Jacobian, the second Jacobian, and the third Jacobian to obtain a second symbolic expression for the output tangent space with respect to the input tangent space. The computer provides a representation of the second symbolic expression, the second symbolic expression representing a computed tangent-space Jacobian.

Abstract: A hybrid heating and cooling system, the system comprising an indirect-direct evaporative cooler (IDEC) subsystem; a heat pump subsystem; and a mixing plenum located between and in fluid communication with the IDEC subsystem and the heat pump subsystem, the mixing plenum being configured to mix a flow of fluid from the IDEC subsystem and a flow of fluid from the heat pump subsystem. The IDEC subsystem and the heat pump subsystem are independently operable to achieve a plurality of heating and/or cooling modes of operation.

Abstract: A backdraft damper assembly is shown and described herein. In one embodiment, a damper assembly comprises: a main body, the main body having an inner surface defining throat, the throat defining an axial fluid flow path; a first door, the first door being hingedly connected within the main body; and a second door, the second door being hingedly connected within the main body, the damper assembly being transitionable between an open configuration and a closed configuration, at least a portion of each of the first door and the second door being received within a portion of the inner surface of the main body when the damper assembly is in the open configuration, such that the first door and the second door are not within the axial fluid flow path.

Abstract: A kyphoplasty system disclosed herein includes various instruments which can be selectively used to perform a kyphoplasty operation on a patient. For example, in some embodiments the kyphoplasty system includes an inflation plunger that is used to deliver a balloon inflation medium to enlarge an implantable balloon device. Further, some embodiments described herein include a connection system between the implantable balloon device and its delivery shaft that is simple to construct and easy to use. For example, in some embodiments one or more sutures are used to releasably connect the implantable balloon device to its delivery shaft.

Abstract: A hair straightening apparatus has two arms pivotably coupled at a hinge, and a central pack disposed between the first and second arms and coupled with the hair styling apparatus at the hinge on a hinge end of hair straightening apparatus. A locking mechanism is disposed within the central pack, wherein the locking mechanism includes a symmetrical, elongate lock arm disposed lengthwise within the central pack. The locking mechanism is selectively operable to lock the first and second arms in the closed position. The central pack defines a longitudinal axis, and the elongate lock arm is movable relative to the central pack between the first and second positions in parallel with the longitudinal axis defined by the central pack.

Abstract: A robotic system for delivery of a health-based product to a beehive may include a movable frame and a product tank configured to hold the health-based product, a navigation system configured to detect the location of the beehive for delivering the health-based product, an applicator in fluid communication with the product tank, a boom that may be configured to extend and retract relative to the movable frame, a fogger assembly configured to prepare and deliver the health-based product to the beehive through an entrance of the beehive. A controller in communication with the movable frame, navigation system, boom, fogger assembly, and applicator, may be configured to position the movable frame adjacent the beehive, extend the boom to dispose the applicator through the beehive entrance, activate the fogger assembly, and deliver the health-based product from the fogger assembly through the beehive entrance when the applicator is disposed through the beehive entrance.

Abstract: An electrical contact includes a cantilever beam extending from a beam connected end connected to a body of the electrical contact to a beam free end along an insertion direction, and a protection tab extending from a tab connected end connected to the body of the electrical contact to a tab free end in a direction opposite to the insertion direction. The tab free end is positioned between the beam free end and the beam connected end along the direction opposite to the insertion direction.

Abstract: Nozzle control assemblies for a micro-puree machine include a bowl having a first end, a second end, and a sidewall extending between the first and send ends, the sidewall defining an interior volume of the bowl. The second end includes a nozzle in fluid communication with an interior of the bowl. A stopper is configured to be arranged in a first position, in which the stopper covers the nozzle, and a second position, in which the stopper does not cover the nozzle. A dial is assembleable to the second end of the bowl and configured to control extrusion of ingredients from the interior volume of the bowl through the nozzle.

Abstract: The present invention provides anti-CCR8 antibodies and antigen-binding fragments thereof, and methods of making and using said anti-CCR8 antibodies and antigen-binding fragments thereof.

Abstract: A syringe adapter driver system includes a housing configured to receive a syringe device and an actuator attached to the housing, the actuator configured to drive a plunger assembly to cause the plunger assembly to extend or retract through a barrel of the syringe and expel or receive therapeutic. A syringe driver assembly removably attaches the plunger assembly to the housing, wherein the syringe driver assembly moves relative to the housing. A lead screw mechanically couples the actuator to the syringe driver assembly.

Abstract: A regulator valve has a check valve manifold for use in subsea control circuits. For example, the regulator valve having the check valve manifold can be used in a circuit between a directional control valve and an actuator for a gate valve. The check valve manifold can have a flange that attaches to the regulator valve to communicate with the supply-side and outlet-side of the regulator valve. Internal communication inside the manifold includes a check valve. If the pressure in the circuit downstream of the regulator valve needs to be vented, the check valve can open to allow the pressure to bleed from the outlet-side back to the supply-side without needing to pass through the internal pressure control valve of the regulator.

Abstract: A closed-loop infusion system includes a therapeutic delivery system configured to deliver a therapeutic to a patient and an imaging system configured to obtain an image of the target location. A computer processor is communicatively coupled to the therapeutic delivery system and the imaging system, wherein the computer processor is configured to control delivery of the therapeutic to the patient based on data from the imaging system.

Abstract: Natural language generation technology is disclosed that applies artificial intelligence to structured data to determine content for expression in natural language narratives that describe the structured data. A graph data structure is employed, where the graph data structure comprises a plurality of nodes. Each of a plurality of the nodes (1) represents a corresponding intent so that a plurality of different nodes represent different corresponding intents and (2) is associated with one or more links to one or more of the nodes to define relationships among the intents.

Abstract: In one or more arrangements, a jig for cutting a pocket on a workpiece is presented, which has a base and a guide assembly. In one or more arrangements, the system includes a base having a bit aperture configured to allow a boring bit therethrough and a bit guide removably attached to the base. In one or more arrangements, the bit guide has a boring drill bit slidably located within a guide cylinder, a stop collar coupled to the boring bit, and a spring around the throat of the boring bit between a top spring surface of the guide cylinder and a bottom spring surface of the stop collar. In one or more arrangements, the spring is configured to urge the boring bit into a non-contact position with the workpiece.

Abstract: Described is a system and method for routing output information to one or more of a plurality of output devices. In one implementation, output information that includes information to be presented and a location information identifying where the output information is to be presented may be generated by an output host. The output information is received by an output router that determines, based on the location information, an output device and routes the output information to the output device for presentation.